{"id":9943,"date":"2026-07-07T21:19:10","date_gmt":"2026-07-07T13:19:10","guid":{"rendered":"https:\/\/infernews.com\/blog\/guide-to-tool-selection-in-ai-agents\/"},"modified":"2026-07-07T21:19:10","modified_gmt":"2026-07-07T13:19:10","slug":"guide-to-tool-selection-in-ai-agents","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/guide-to-tool-selection-in-ai-agents\/","title":{"rendered":"\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5de5\u5177\u9078\u64c7\u5b8c\u6574\u6307\u5357"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-babc2170b14d.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u7bc7\u95dc\u65bc AI Agent \u5de5\u5177\u9078\u64c7\u7b56\u7565\u7684\u6280\u8853\u6559\u5b78\u6587\u7ae0\uff0c\u4e3b\u8981\u7528\u65bc\u89e3\u91cb agent \u7cfb\u7d71\u5728\u5de5\u5177\u6578\u91cf\u589e\u52a0\u6642\u70ba\u4f55\u6703\u51fa\u73fe\u6e96\u78ba\u5ea6\u4e0b\u964d\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u898f\u6a21\u64f4\u5c55\u6642\u7dad\u6301\u5de5\u5177\u9078\u64c7\u7684\u53ef\u9760\u6027\u8207\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576 agent \u53ef\u7528\u7684\u5de5\u5177\u5f9e\u4e94\u500b\u589e\u52a0\u5230\u56db\u5341\u500b\u4ee5\u4e0a\uff0c\u6a21\u578b\u6703\u51fa\u73fe\u300c\u5de5\u5177\u5e7b\u89ba\u300d(tool hallucination) \u73fe\u8c61\uff0c\u9078\u932f\u5de5\u5177\u7684\u6a5f\u7387\u5927\u5e45\u4e0a\u5347\uff0c\u97ff\u61c9\u901f\u5ea6\u4ea6\u96a8\u4e4b\u4e0b\u964d\u3002\u6587\u7ae0\u6307\u51fa\uff0c\u9019\u500b\u554f\u984c\u7684\u6839\u672c\u539f\u56e0\u4e0d\u5728\u6a21\u578b\u80fd\u529b\u4e0d\u8db3\uff0c\u800c\u662f\u6a21\u578b\u5728\u9078\u64c7\u524d\u770b\u5230\u7684\u5019\u9078\u7bc4\u570d\u592a\u5ee3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u63d0\u51fa\u516d\u7a2e\u5be6\u7528\u6280\u8853\u4f86\u7e2e\u7a84\u6a21\u578b\u9078\u64c7\u524d\u7684\u53ef\u898b\u7bc4\u570d\uff0c\u5305\u62ec\u9580\u63a7 (gating)\u3001\u6aa2\u7d22 (retrieval)\u3001\u8def\u7531 (routing) \u8207\u898f\u5283 (planning)\u3002\u9019\u4e9b\u65b9\u6cd5\u7684\u6838\u5fc3\u601d\u8def\u662f\u5728\u6a21\u578b\u505a\u6c7a\u5b9a\u4e4b\u524d\uff0c\u5148\u7528\u7d50\u69cb\u5316\u65b9\u5f0f\u904e\u6ffe\u6389\u4e0d\u76f8\u95dc\u7684\u5de5\u5177\uff0c\u5f9e\u800c\u964d\u4f4e\u9078\u64c7\u8ca0\u64d4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8207\u5176\u52d5\u8f12\u5347\u7d1a\u6a21\u578b\u898f\u6a21\uff0c\u66f4\u8070\u660e\u7684\u65b9\u5f0f\u662f\u63a7\u5236\u6a21\u578b\u300c\u770b\u898b\u4ec0\u9ebc\u300d\u3002\u540c\u6642\uff0c\u4ea6\u5efa\u8b70\u5efa\u7acb\u5f8c\u5099\u908f\u8f2f (fallback logic) \u8207\u57fa\u6e96\u6e2c\u8a66\u6846\u67b6 (benchmark harness)\uff0c\u4ee5\u4fbf\u91cf\u5ea6\u5404\u9805\u4fee\u6b63\u63aa\u65bd\u662f\u5426\u771f\u7684\u6709\u6548\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u9805\u6307\u5357\u6700\u9069\u5408\u6b63\u5728\u8a2d\u8a08\u6216\u7dad\u8b77\u4f01\u696d\u7d1a AI Agent \u7684\u958b\u767c\u8005\uff0c\u7279\u5225\u662f\u90a3\u4e9b\u5de5\u5177\u5eab<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/machinelearningmastery.com\/the-complete-guide-to-tool-selection-in-ai-agents\/\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7576 agent \u53ef\u7528\u7684\u5de5\u5177\u5f9e\u4e94\u500b\u589e\u52a0\u5230\u56db\u5341\u500b\u4ee5\u4e0a\uff0c\u6a21\u578b\u6703\u51fa\u73fe\u300c\u5de5\u5177\u5e7b\u89ba\u300d(tool hallucination) \u73fe\u8c61\u3002AI Agent \u5de5\u5177\u8d8a\u591a\u53cd\u800c\u8d8a\u6613\u9078\u932f\uff1f\u672c\u6587\u4ecb\u7d39\u516d\u7a2e\u7e2e\u7a84\u9078\u64c7\u7bc4\u570d\u7684\u5be6\u7528\u65b9\u6cd5\u3002<\/p>\n","protected":false},"author":8,"featured_media":9942,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[116,27],"tags":[],"class_list":["post-9943","post","type-post","status-publish","format-standard","hentry","category-agentic","category-paper"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=9943"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9943\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9942"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}